rm gradient checks
This commit is contained in:
parent
221313c977
commit
877415be10
|
@ -1,33 +0,0 @@
|
|||
using Flux, Test
|
||||
|
||||
function ngradient(f, xs::AbstractArray...)
|
||||
grads = zero.(xs)
|
||||
for (x, Δ) in zip(xs, grads), i in 1:length(x)
|
||||
δ = sqrt(eps())
|
||||
tmp = x[i]
|
||||
x[i] = tmp - δ/2
|
||||
y1 = f(xs...)
|
||||
x[i] = tmp + δ/2
|
||||
y2 = f(xs...)
|
||||
x[i] = tmp
|
||||
Δ[i] = (y2-y1)/δ
|
||||
end
|
||||
return grads
|
||||
end
|
||||
|
||||
gradcheck(f, xs...) =
|
||||
all(isapprox.(ngradient(f, xs...),
|
||||
gradient(f, xs...), rtol = 1e-5, atol = 1e-5))
|
||||
|
||||
gradtest(f, xs::AbstractArray...) = gradcheck((xs...) -> sum(sin.(f(xs...))), xs...)
|
||||
gradtest(f, dims...) = gradtest(f, rand.(Float64, dims)...)
|
||||
|
||||
@testset "Zygote" begin
|
||||
|
||||
@test gradtest(Flux.mse, rand(5,5), rand(5, 5))
|
||||
@test gradtest(Flux.crossentropy, rand(5,5), rand(5, 5))
|
||||
|
||||
# @test gradtest(x -> Flux.normalise(x), rand(4,3))
|
||||
# @test gradtest(x -> Flux.normalise(x, dims = 2), rand(3,4))
|
||||
|
||||
end
|
|
@ -19,10 +19,6 @@ include("layers/normalisation.jl")
|
|||
include("layers/stateless.jl")
|
||||
include("layers/conv.jl")
|
||||
|
||||
@info "Running Gradient Checks"
|
||||
|
||||
include("gradients.jl")
|
||||
|
||||
if isdefined(Flux, :CUDA)
|
||||
include("cuda/cuda.jl")
|
||||
else
|
||||
|
|
Loading…
Reference in New Issue